mlrequest contains 3 model types, each with their own
/reward) endpoint. The three model types are classification, regression, and reinforcement learning.
Each model type has its own domain of problems that it attempts to solve. See the model types section for more information about each model type.
To create a new online model, make a
POST request to any endpoint. Models are created automatically if the name you assign to the model in the request does not already exist in your account.
For example, to create a new reinforcement learning model, you may send a model prediction request to
/rl/predict or model learn request to
/rl/reward with a model name that is different from your other active models.